Physics-Aware Differentiable Discrete Codesign for Diffractive Optical Neural Networks

Author:

Li Yingjie1,Chen Ruiyang1,Gao Weilu1,Yu Cunxi1

Affiliation:

1. University of Utah

Publisher

ACM

Reference44 articles.

1. Martín Abadi , Paul Barham , Jianmin Chen , Zhifeng Chen , Andy Davis , Jeffrey Dean , Matthieu Devin , Sanjay Ghemawat , Geoffrey Irving , Michael Isard , 2016 . Tensorflow: A system for large-scale Machine Learning . Symp. on Operating System Design and Implementation (OSDI) (2016), 265--283. Martín Abadi, Paul Barham, Jianmin Chen, Zhifeng Chen, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Geoffrey Irving, Michael Isard, et al. 2016. Tensorflow: A system for large-scale Machine Learning. Symp. on Operating System Design and Implementation (OSDI) (2016), 265--283.

2. Alexei Baevski , Steffen Schneider , and Michael Auli . 2019. vq-wav2vec: Self-supervised learning of discrete speech representations. arXiv preprint arXiv:1910.05453 ( 2019 ). Alexei Baevski, Steffen Schneider, and Michael Auli. 2019. vq-wav2vec: Self-supervised learning of discrete speech representations. arXiv preprint arXiv:1910.05453 (2019).

3. Ruiyang Chen , Yingjie Li , Minhan Lou , Jichao Fan , Yingheng Tang , Berardi Sensale-Rodriguez , Cunxi Yu , and Weilu Gao . 2022. Physics-aware Complex-valued Adversarial Machine Learning in Reconfigurable Diffractive All-optical Neural Network. arXiv preprint arXiv:2203.06055 ( 2022 ). Ruiyang Chen, Yingjie Li, Minhan Lou, Jichao Fan, Yingheng Tang, Berardi Sensale-Rodriguez, Cunxi Yu, and Weilu Gao. 2022. Physics-aware Complex-valued Adversarial Machine Learning in Reconfigurable Diffractive All-optical Neural Network. arXiv preprint arXiv:2203.06055 (2022).

4. Ruiyang Chen , Yingjie Li , Minhan Lou , Cunxi Yu , and Weilu Gao . 2022. Complex-valued Reconfigurable Diffractive Optical Neural Networks using Cost-effective Spatial Light Modulators . In CLEO: Applications and Technology . Optica Publishing Group , JTh3B-56. Ruiyang Chen, Yingjie Li, Minhan Lou, Cunxi Yu, and Weilu Gao. 2022. Complex-valued Reconfigurable Diffractive Optical Neural Networks using Cost-effective Spatial Light Modulators. In CLEO: Applications and Technology. Optica Publishing Group, JTh3B-56.

5. Okan K Ersoy . 2006. Diffraction , Fourier optics and imaging . John Wiley & Sons . Okan K Ersoy. 2006. Diffraction, Fourier optics and imaging. John Wiley & Sons.

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Noise Aware Design Enables Robust Diffractive Deep Neural Network Designs in Visible Wavelengths;2023 IEEE Photonics Conference (IPC);2023-11-12

2. High-throughput terahertz imaging: progress and challenges;Light: Science & Applications;2023-09-15

3. Physics-aware Roughness Optimization for Diffractive Optical Neural Networks;2023 60th ACM/IEEE Design Automation Conference (DAC);2023-07-09

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3